Pandas Profiling EDA Report

Dataset statistics

Number of variables	20
Number of observations	10645
Missing cells	106397
Missing cells (%)	50.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.8 MiB
Average record size in memory	574.4 B

Variable types

Categorical	4
Text	8
Numeric	7
Unsupported	1

Alerts

`Unnamed: 10` has 10645 (100.0%) missing values	Missing
`Unnamed: 11` has 10641 (> 99.9%) missing values	Missing
`Unnamed: 12` has 10632 (99.9%) missing values	Missing
`Unnamed: 13` has 10640 (> 99.9%) missing values	Missing
`Unnamed: 14` has 10640 (> 99.9%) missing values	Missing
`Unnamed: 15` has 10640 (> 99.9%) missing values	Missing
`Unnamed: 16` has 10639 (99.9%) missing values	Missing
`Unnamed: 17` has 10640 (> 99.9%) missing values	Missing
`Unnamed: 18` has 10640 (> 99.9%) missing values	Missing
`Unnamed: 19` has 10640 (> 99.9%) missing values	Missing
`LCOM` is highly skewed (γ1 = 32.72883226)	Skewed
`Unnamed: 10` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`WMC` has 147 (1.4%) zeros	Zeros
`DIT` has 147 (1.4%) zeros	Zeros
`NOC` has 9740 (91.5%) zeros	Zeros
`CBO` has 145 (1.4%) zeros	Zeros
`LCOM` has 4047 (38.0%) zeros	Zeros
`MAXCC` has 566 (5.3%) zeros	Zeros
`AVGCC` has 566 (5.3%) zeros	Zeros

Reproduction

Analysis started	2024-02-06 04:17:20.706252
Analysis finished	2024-02-06 04:17:27.850935
Duration	7.14 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Project
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	638.1 KiB

jEdit	3695
camel	3575
ant	2442
ivy	933

Length

Max length	5
Median length	5
Mean length	4.3658995
Min length	3

Characters and Unicode

Total characters	46475
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	jEdit
2nd row	jEdit
3rd row	jEdit
4th row	jEdit
5th row	jEdit

Common Values

Value	Count	Frequency (%)
jEdit	3695	34.7%
camel	3575	33.6%
ant	2442	22.9%
ivy	933	8.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
jedit	3695	34.7%
camel	3575	33.6%
ant	2442	22.9%
ivy	933	8.8%

Most occurring characters

Value	Count	Frequency (%)
t	6137	13.2%
a	6017	12.9%
i	4628	10.0%
j	3695	8.0%
E	3695	8.0%
d	3695	8.0%
c	3575	7.7%
m	3575	7.7%
e	3575	7.7%
l	3575	7.7%
Other values (3)	4308	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	42780	92.0%
Uppercase Letter	3695	8.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	6137	14.3%
a	6017	14.1%
i	4628	10.8%
j	3695	8.6%
d	3695	8.6%
c	3575	8.4%
m	3575	8.4%
e	3575	8.4%
l	3575	8.4%
n	2442	5.7%
Other values (2)	1866	4.4%

Uppercase Letter

Value	Count	Frequency (%)
E	3695	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	46475	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	6137	13.2%
a	6017	12.9%
i	4628	10.0%
j	3695	8.0%
E	3695	8.0%
d	3695	8.0%
c	3575	7.7%
m	3575	7.7%
e	3575	7.7%
l	3575	7.7%
Other values (3)	4308	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46475	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	6137	13.2%
a	6017	12.9%
i	4628	10.0%
j	3695	8.0%
E	3695	8.0%
d	3695	8.0%
c	3575	7.7%
m	3575	7.7%
e	3575	7.7%
l	3575	7.7%
Other values (3)	4308	9.3%

Version
Categorical

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	621.9 KiB

1.6	1775
1.4	1708
4.3	1132
1.7	1066
4.2	805
Other values (9)	4159

Length

Max length	5
Median length	3
Mean length	2.8100517
Min length	1

Characters and Unicode

Total characters	29913
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.2
2nd row	4.3
3rd row	4.1
4th row	4
5th row	4.1

Common Values

Value	Count	Frequency (%)
1.6	1775	16.7%
1.4	1708	16.0%
4.3	1132	10.6%
1.7	1066	10.0%
4.2	805	7.6%
1.2	765	7.2%
4.1	644	6.0%
4	606	5.7%
3.2.1	508	4.8%
2	477	4.5%
Other values (4)	1159	10.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1.6	1775	16.7%
1.4	1708	16.0%
4.3	1132	10.6%
1.7	1066	10.0%
4.2	805	7.6%
1.2	765	7.2%
4.1	644	6.0%
4	606	5.7%
3.2.1	508	4.8%
2	477	4.5%
Other values (4)	1159	10.9%

Most occurring characters

Value	Count	Frequency (%)
.	9634	32.2%
1	7760	25.9%
4	4895	16.4%
2	2555	8.5%
3	1827	6.1%
6	1775	5.9%
7	1066	3.6%
5	401	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20279	67.8%
Other Punctuation	9634	32.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7760	38.3%
4	4895	24.1%
2	2555	12.6%
3	1827	9.0%
6	1775	8.8%
7	1066	5.3%
5	401	2.0%

Other Punctuation

Value	Count	Frequency (%)
.	9634	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29913	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9634	32.2%
1	7760	25.9%
4	4895	16.4%
2	2555	8.5%
3	1827	6.1%
6	1775	5.9%
7	1066	3.6%
5	401	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29913	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9634	32.2%
1	7760	25.9%
4	4895	16.4%
2	2555	8.5%
3	1827	6.1%
6	1775	5.9%
7	1066	3.6%
5	401	1.3%

Class
Text

Distinct	4879
Distinct (%)	45.8%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Length

Max length	107
Median length	84
Mean length	44.044246
Min length	7

Characters and Unicode

Total characters	468851
Distinct characters	66
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2283 ?
Unique (%)	21.4%

Sample

1st row	org.gjt.sp.jedit.gui.KeyEventWorkaround
2nd row	org.gjt.sp.jedit.gui.KeyEventWorkaround
3rd row	org.gjt.sp.jedit.gui.KeyEventWorkaround
4th row	org.gjt.sp.jedit.gui.KeyEventWorkaround
5th row	org.gjt.sp.jedit.pluginmgr.PluginManager$ActionHandler

Value	Count	Frequency (%)
org.gjt.sp.jedit.gui.keyeventworkaround	5	< 0.1%
org.gjt.sp.jedit.textutilities	5	< 0.1%
org.apache.tools.ant.types.enumeratedattribute	5	< 0.1%
org.apache.tools.ant.taskdefs.generatekey$distinguishedname	5	< 0.1%
org.apache.tools.ant.taskdefs.filter	5	< 0.1%
org.gjt.sp.jedit.search.boyermooresearchmatcher	5	< 0.1%
org.gjt.sp.jedit.gui.enhanceddialog$containerhandler	5	< 0.1%
org.gjt.sp.jedit.gui.jcheckboxlist	5	< 0.1%
org.gjt.sp.jedit.gui.ioprogressmonitor$threadprogress	5	< 0.1%
org.apache.tools.ant.taskdefs.compilers.defaultcompileradapter	5	< 0.1%
Other values (4868)	10595	99.5%

Most occurring characters

Value	Count	Frequency (%)
.	49950	10.7%
e	44590	9.5%
a	36330	7.7%
o	34514	7.4%
t	31984	6.8%
r	30321	6.5%
s	21117	4.5%
n	20237	4.3%
p	19753	4.2%
c	19345	4.1%
Other values (56)	160710	34.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	380537	81.2%
Other Punctuation	49950	10.7%
Uppercase Letter	32698	7.0%
Currency Symbol	3894	0.8%
Decimal Number	1740	0.4%
Dash Punctuation	20	< 0.1%
Connector Punctuation	12	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	44590	11.7%
a	36330	9.5%
o	34514	9.1%
t	31984	8.4%
r	30321	8.0%
s	21117	5.5%
n	20237	5.3%
p	19753	5.2%
c	19345	5.1%
i	19139	5.0%
Other values (16)	103207	27.1%

Uppercase Letter

Value	Count	Frequency (%)
C	2968	9.1%
S	2950	9.0%
P	2713	8.3%
E	2272	6.9%
M	2204	6.7%
R	2065	6.3%
B	1985	6.1%
H	1922	5.9%
T	1780	5.4%
D	1585	4.8%
Other values (16)	10254	31.4%

Decimal Number

Value	Count	Frequency (%)
1	880	50.6%
2	371	21.3%
4	145	8.3%
3	133	7.6%
5	52	3.0%
7	41	2.4%
6	40	2.3%
8	29	1.7%
0	25	1.4%
9	24	1.4%

Other Punctuation

Value	Count	Frequency (%)
.	49950	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	3894	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	20	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	413235	88.1%
Common	55616	11.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	44590	10.8%
a	36330	8.8%
o	34514	8.4%
t	31984	7.7%
r	30321	7.3%
s	21117	5.1%
n	20237	4.9%
p	19753	4.8%
c	19345	4.7%
i	19139	4.6%
Other values (42)	135905	32.9%

Common

Value	Count	Frequency (%)
.	49950	89.8%
$	3894	7.0%
1	880	1.6%
2	371	0.7%
4	145	0.3%
3	133	0.2%
5	52	0.1%
7	41	0.1%
6	40	0.1%
8	29	0.1%
Other values (4)	81	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	468851	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	49950	10.7%
e	44590	9.5%
a	36330	7.7%
o	34514	7.4%
t	31984	6.8%
r	30321	6.5%
s	21117	4.5%
n	20237	4.3%
p	19753	4.2%
c	19345	4.1%
Other values (56)	160710	34.3%

WMC
Real number (ℝ)

ZEROS

Distinct	111
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.8892438

Minimum	0
Maximum	413
Zeros	147
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	9
95-th percentile	25
Maximum	413
Range	413
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	14.631957
Coefficient of variation (CV)	1.8546717
Kurtosis	259.58351
Mean	7.8892438
Median Absolute Deviation (MAD)	2
Skewness	12.487749
Sum	83981
Variance	214.09418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2484	23.3%
3	1528	14.4%
4	953	9.0%
5	766	7.2%
1	648	6.1%
6	571	5.4%
7	459	4.3%
8	378	3.6%
9	301	2.8%
10	256	2.4%
Other values (101)	2301	21.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	147	1.4%
1	648	6.1%
2	2484	23.3%
3	1528	14.4%
4	953	9.0%
5	766	7.2%
6	571	5.4%
7	459	4.3%
8	378	3.6%
9	301	2.8%

Value	Count	Frequency (%)
413	1	< 0.1%
407	1	< 0.1%
399	1	< 0.1%
351	2	< 0.1%
262	1	< 0.1%
259	1	< 0.1%
248	1	< 0.1%
239	1	< 0.1%
211	1	< 0.1%
205	1	< 0.1%

DIT
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0249883

Minimum	0
Maximum	8
Zeros	147
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4769732
Coefficient of variation (CV)	0.72937373
Kurtosis	1.9114953
Mean	2.0249883
Median Absolute Deviation (MAD)	0
Skewness	1.5441357
Sum	21556
Variance	2.1814499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	5412	50.8%
2	2249	21.1%
3	1320	12.4%
4	573	5.4%
5	446	4.2%
6	346	3.3%
0	147	1.4%
7	128	1.2%
8	24	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	147	1.4%
1	5412	50.8%
2	2249	21.1%
3	1320	12.4%
4	573	5.4%
5	446	4.2%
6	346	3.3%
7	128	1.2%
8	24	0.2%

Value	Count	Frequency (%)
8	24	0.2%
7	128	1.2%
6	346	3.3%
5	446	4.2%
4	573	5.4%
3	1320	12.4%
2	2249	21.1%
1	5412	50.8%
0	147	1.4%

NOC
Real number (ℝ)

ZEROS

Distinct	40
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.36618131

Minimum	0
Maximum	102
Zeros	9740
Zeros (%)	91.5%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	102
Range	102
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4294755
Coefficient of variation (CV)	6.6346246
Kurtosis	440.66942
Mean	0.36618131
Median Absolute Deviation (MAD)	0
Skewness	16.62247
Sum	3898
Variance	5.9023511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	9740	91.5%
1	318	3.0%
2	245	2.3%
3	97	0.9%
4	45	0.4%
5	38	0.4%
6	28	0.3%
7	15	0.1%
8	13	0.1%
13	13	0.1%
Other values (30)	93	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9740	91.5%
1	318	3.0%
2	245	2.3%
3	97	0.9%
4	45	0.4%
5	38	0.4%
6	28	0.3%
7	15	0.1%
8	13	0.1%
9	9	0.1%

Value	Count	Frequency (%)
102	1	< 0.1%
59	2	< 0.1%
52	1	< 0.1%
40	1	< 0.1%
39	1	< 0.1%
38	2	< 0.1%
36	2	< 0.1%
35	2	< 0.1%
34	1	< 0.1%
33	1	< 0.1%

CBO
Real number (ℝ)

ZEROS

Distinct	139
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.8911226

Minimum	0
Maximum	499
Zeros	145
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	5
Q3	10
95-th percentile	25
Maximum	499
Range	499
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	17.094062
Coefficient of variation (CV)	1.9225988
Kurtosis	207.99929
Mean	8.8911226
Median Absolute Deviation (MAD)	3
Skewness	11.441708
Sum	94646
Variance	292.20695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1275	12.0%
4	1252	11.8%
3	1200	11.3%
5	936	8.8%
1	862	8.1%
6	722	6.8%
7	621	5.8%
8	522	4.9%
9	438	4.1%
10	346	3.3%
Other values (129)	2471	23.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	145	1.4%
1	862	8.1%
2	1275	12.0%
3	1200	11.3%
4	1252	11.8%
5	936	8.8%
6	722	6.8%
7	621	5.8%
8	522	4.9%
9	438	4.1%

Value	Count	Frequency (%)
499	1	< 0.1%
448	1	< 0.1%
389	1	< 0.1%
365	1	< 0.1%
346	1	< 0.1%
274	1	< 0.1%
272	1	< 0.1%
262	1	< 0.1%
258	1	< 0.1%
243	1	< 0.1%

LCOM
Real number (ℝ)

SKEWED ZEROS

Distinct	547
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.886895

Minimum	0
Maximum	41713
Zeros	4047
Zeros (%)	38.0%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	15
95-th percentile	208.8
Maximum	41713
Range	41713
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	813.56882
Coefficient of variation (CV)	10.184009
Kurtosis	1427.3065
Mean	79.886895
Median Absolute Deviation (MAD)	1
Skewness	32.728832
Sum	850396
Variance	661894.23
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4047	38.0%
1	1493	14.0%
3	724	6.8%
6	374	3.5%
4	351	3.3%
10	183	1.7%
15	168	1.6%
2	161	1.5%
8	125	1.2%
9	123	1.2%
Other values (537)	2896	27.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4047	38.0%
1	1493	14.0%
2	161	1.5%
3	724	6.8%
4	351	3.3%
5	65	0.6%
6	374	3.5%
7	75	0.7%
8	125	1.2%
9	123	1.2%

Value	Count	Frequency (%)
41713	2	< 0.1%
20326	1	< 0.1%
19801	1	< 0.1%
16973	1	< 0.1%
16336	1	< 0.1%
13617	1	< 0.1%
13445	1	< 0.1%
12328	1	< 0.1%
11794	1	< 0.1%
11469	1	< 0.1%

MAXCC
Real number (ℝ)

ZEROS

Distinct	59
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5210897

Minimum	0
Maximum	167
Zeros	566
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	12
Maximum	167
Range	167
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	6.1151923
Coefficient of variation (CV)	1.7367329
Kurtosis	208.7377
Mean	3.5210897
Median Absolute Deviation (MAD)	1
Skewness	10.209553
Sum	37482
Variance	37.395576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	4754	44.7%
2	1390	13.1%
3	985	9.3%
4	658	6.2%
0	566	5.3%
5	485	4.6%
6	362	3.4%
7	260	2.4%
8	213	2.0%
9	147	1.4%
Other values (49)	825	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	566	5.3%
1	4754	44.7%
2	1390	13.1%
3	985	9.3%
4	658	6.2%
5	485	4.6%
6	362	3.4%
7	260	2.4%
8	213	2.0%
9	147	1.4%

Value	Count	Frequency (%)
167	3	< 0.1%
163	1	< 0.1%
85	2	< 0.1%
84	1	< 0.1%
71	1	< 0.1%
68	1	< 0.1%
62	1	< 0.1%
61	2	< 0.1%
60	1	< 0.1%
57	1	< 0.1%

AVGCC
Real number (ℝ)

ZEROS

Distinct	773
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2655909

Minimum	0
Maximum	28.666666
Zeros	566
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	83.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.6666667
median	1
Q3	1.5
95-th percentile	3.3333333
Maximum	28.666666
Range	28.666666
Interquartile range (IQR)	0.8333333

Descriptive statistics

Standard deviation	1.2169636
Coefficient of variation (CV)	0.96157741
Kurtosis	61.841359
Mean	1.2655909
Median Absolute Deviation (MAD)	0.4
Skewness	5.1357307
Sum	13472.215
Variance	1.4810004
Monotonicity	Decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1760	16.5%
0.5	1585	14.9%
0.6666667	808	7.6%
0	566	5.3%
0.75	360	3.4%
1.5	300	2.8%
0.8	288	2.7%
2	282	2.6%
0.8333333	206	1.9%
1.3333334	172	1.6%
Other values (763)	4318	40.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	566	5.3%
0.2	5	< 0.1%
0.25	8	0.1%
0.33333334	139	1.3%
0.375	5	< 0.1%
0.4	13	0.1%
0.42857143	2	< 0.1%
0.44444445	1	< 0.1%
0.5	1585	14.9%
0.53333336	1	< 0.1%

Value	Count	Frequency (%)
28.666666	1	< 0.1%
25.142857	1	< 0.1%
20.5	1	< 0.1%
20	1	< 0.1%
15	1	< 0.1%
14.5	2	< 0.1%
12.5	1	< 0.1%
12	1	< 0.1%
11.1	1	< 0.1%
11	1	< 0.1%

Unnamed: 10
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10645
Missing (%)	100.0%
Memory size	83.3 KiB

Unnamed: 11
Text

MISSING

Distinct	4
Distinct (%)	100.0%
Missing	10641
Missing (%)	> 99.9%
Memory size	332.9 KiB

Length

Max length	5
Median length	4
Mean length	4
Min length	3

Characters and Unicode

Total characters	16
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	100.0%

Sample

1st row	jEdit
2nd row	camel
3rd row	ivy
4th row	ant

Value	Count	Frequency (%)
jedit	1	25.0%
camel	1	25.0%
ivy	1	25.0%
ant	1	25.0%

Most occurring characters

Value	Count	Frequency (%)
i	2	12.5%
t	2	12.5%
a	2	12.5%
j	1	6.2%
E	1	6.2%
d	1	6.2%
c	1	6.2%
m	1	6.2%
e	1	6.2%
l	1	6.2%
Other values (3)	3	18.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15	93.8%
Uppercase Letter	1	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	2	13.3%
t	2	13.3%
a	2	13.3%
j	1	6.7%
d	1	6.7%
c	1	6.7%
m	1	6.7%
e	1	6.7%
l	1	6.7%
v	1	6.7%
Other values (2)	2	13.3%

Uppercase Letter

Value	Count	Frequency (%)
E	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	2	12.5%
t	2	12.5%
a	2	12.5%
j	1	6.2%
E	1	6.2%
d	1	6.2%
c	1	6.2%
m	1	6.2%
e	1	6.2%
l	1	6.2%
Other values (3)	3	18.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	2	12.5%
t	2	12.5%
a	2	12.5%
j	1	6.2%
E	1	6.2%
d	1	6.2%
c	1	6.2%
m	1	6.2%
e	1	6.2%
l	1	6.2%
Other values (3)	3	18.8%

Unnamed: 12
Text

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	10632
Missing (%)	99.9%
Memory size	333.2 KiB

Length

Max length	11
Median length	7
Mean length	6.5384615
Min length	1

Characters and Unicode

Total characters	85
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	100.0%

Sample

1st row	MAXCC
2nd row	Average
3rd row	4.88173207
4th row	2.022377622
5th row	3.015005359

Value	Count	Frequency (%)
maxcc	1	7.7%
average	1	7.7%
4.88173207	1	7.7%
2.022377622	1	7.7%
3.015005359	1	7.7%
3.84971335	1	7.7%
div/0	1	7.7%
2	1	7.7%
project	1	7.7%
jedit	1	7.7%
Other values (3)	3	23.1%

Most occurring characters

Value	Count	Frequency (%)
3	7	8.2%
2	7	8.2%
0	6	7.1%
7	5	5.9%
e	4	4.7%
5	4	4.7%
.	4	4.7%
t	3	3.5%
a	3	3.5%
8	3	3.5%
Other values (28)	39	45.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40	47.1%
Lowercase Letter	27	31.8%
Uppercase Letter	11	12.9%
Other Punctuation	7	8.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4	14.8%
t	3	11.1%
a	3	11.1%
c	2	7.4%
i	2	7.4%
r	2	7.4%
v	2	7.4%
j	2	7.4%
o	1	3.7%
m	1	3.7%
Other values (5)	5	18.5%

Decimal Number

Value	Count	Frequency (%)
3	7	17.5%
2	7	17.5%
0	6	15.0%
7	5	12.5%
5	4	10.0%
8	3	7.5%
1	3	7.5%
9	2	5.0%
4	2	5.0%
6	1	2.5%

Uppercase Letter

Value	Count	Frequency (%)
A	2	18.2%
C	2	18.2%
E	1	9.1%
M	1	9.1%
P	1	9.1%
V	1	9.1%
I	1	9.1%
D	1	9.1%
X	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
.	4	57.1%
!	1	14.3%
/	1	14.3%
#	1	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	47	55.3%
Latin	38	44.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4	10.5%
t	3	7.9%
a	3	7.9%
c	2	5.3%
i	2	5.3%
A	2	5.3%
r	2	5.3%
v	2	5.3%
C	2	5.3%
j	2	5.3%
Other values (14)	14	36.8%

Common

Value	Count	Frequency (%)
3	7	14.9%
2	7	14.9%
0	6	12.8%
7	5	10.6%
5	4	8.5%
.	4	8.5%
8	3	6.4%
1	3	6.4%
9	2	4.3%
4	2	4.3%
Other values (4)	4	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	85	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	7	8.2%
2	7	8.2%
0	6	7.1%
7	5	5.9%
e	4	4.7%
5	4	4.7%
.	4	4.7%
t	3	3.5%
a	3	3.5%
8	3	3.5%
Other values (28)	39	45.9%

Unnamed: 13
Text

MISSING

Distinct	3
Distinct (%)	60.0%
Missing	10640
Missing (%)	> 99.9%
Memory size	332.9 KiB

Length

Max length	6
Median length	1
Mean length	2
Min length	1

Characters and Unicode

Total characters	10
Distinct characters	8
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	20.0%

Sample

1st row	Median
2nd row	2
3rd row	1
4th row	1
5th row	2

Value	Count	Frequency (%)
2	2	40.0%
1	2	40.0%
median	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
2	2	20.0%
1	2	20.0%
M	1	10.0%
e	1	10.0%
d	1	10.0%
i	1	10.0%
a	1	10.0%
n	1	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5	50.0%
Decimal Number	4	40.0%
Uppercase Letter	1	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1	20.0%
d	1	20.0%
i	1	20.0%
a	1	20.0%
n	1	20.0%

Decimal Number

Value	Count	Frequency (%)
2	2	50.0%
1	2	50.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6	60.0%
Common	4	40.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	1	16.7%
e	1	16.7%
d	1	16.7%
i	1	16.7%
a	1	16.7%
n	1	16.7%

Common

Value	Count	Frequency (%)
2	2	50.0%
1	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2	20.0%
1	2	20.0%
M	1	10.0%
e	1	10.0%
d	1	10.0%
i	1	10.0%
a	1	10.0%
n	1	10.0%

Unnamed: 14
Text

MISSING

Distinct	5
Distinct (%)	100.0%
Missing	10640
Missing (%)	> 99.9%
Memory size	332.9 KiB

Length

Max length	7
Median length	2
Mean length	3.2
Min length	2

Characters and Unicode

Total characters	16
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	100.0%

Sample

1st row	Maximum
2nd row	167
3rd row	33
4th row	29
5th row	53

Value	Count	Frequency (%)
maximum	1	20.0%
167	1	20.0%
33	1	20.0%
29	1	20.0%
53	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
3	3	18.8%
m	2	12.5%
M	1	6.2%
a	1	6.2%
x	1	6.2%
i	1	6.2%
u	1	6.2%
1	1	6.2%
6	1	6.2%
7	1	6.2%
Other values (3)	3	18.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9	56.2%
Lowercase Letter	6	37.5%
Uppercase Letter	1	6.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	3	33.3%
1	1	11.1%
6	1	11.1%
7	1	11.1%
2	1	11.1%
9	1	11.1%
5	1	11.1%

Lowercase Letter

Value	Count	Frequency (%)
m	2	33.3%
a	1	16.7%
x	1	16.7%
i	1	16.7%
u	1	16.7%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9	56.2%
Latin	7	43.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	3	33.3%
1	1	11.1%
6	1	11.1%
7	1	11.1%
2	1	11.1%
9	1	11.1%
5	1	11.1%

Latin

Value	Count	Frequency (%)
m	2	28.6%
M	1	14.3%
a	1	14.3%
x	1	14.3%
i	1	14.3%
u	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	3	18.8%
m	2	12.5%
M	1	6.2%
a	1	6.2%
x	1	6.2%
i	1	6.2%
u	1	6.2%
1	1	6.2%
6	1	6.2%
7	1	6.2%
Other values (3)	3	18.8%

Unnamed: 15
Categorical

MISSING

Distinct	2
Distinct (%)	40.0%
Missing	10640
Missing (%)	> 99.9%
Memory size	665.4 KiB

0	4
Minimum	1

Length

Max length	7
Median length	1
Mean length	2.2
Min length	1

Characters and Unicode

Total characters	11
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	20.0%

Sample

1st row	Minimum
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4	< 0.1%
Minimum	1	< 0.1%
(Missing)	10640	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4	80.0%
minimum	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
0	4	36.4%
i	2	18.2%
m	2	18.2%
M	1	9.1%
n	1	9.1%
u	1	9.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6	54.5%
Decimal Number	4	36.4%
Uppercase Letter	1	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	2	33.3%
m	2	33.3%
n	1	16.7%
u	1	16.7%

Decimal Number

Value	Count	Frequency (%)
0	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7	63.6%
Common	4	36.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	2	28.6%
m	2	28.6%
M	1	14.3%
n	1	14.3%
u	1	14.3%

Common

Value	Count	Frequency (%)
0	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4	36.4%
i	2	18.2%
m	2	18.2%
M	1	9.1%
n	1	9.1%
u	1	9.1%

Unnamed: 16
Text

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	10639
Missing (%)	99.9%
Memory size	333.0 KiB

Length

Max length	11
Median length	11
Mean length	9.3333333
Min length	5

Characters and Unicode

Total characters	56
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	100.0%

Sample

1st row	AVGCC
2nd row	Average
3rd row	1.650023515
4th row	0.915158943
5th row	1.178112428

Value	Count	Frequency (%)
avgcc	1	16.7%
average	1	16.7%
1.650023515	1	16.7%
0.915158943	1	16.7%
1.178112428	1	16.7%
1.230346485	1	16.7%

Most occurring characters

Value	Count	Frequency (%)
1	9	16.1%
5	6	10.7%
.	4	7.1%
4	4	7.1%
8	4	7.1%
3	4	7.1%
2	4	7.1%
0	4	7.1%
6	2	3.6%
9	2	3.6%
Other values (10)	13	23.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40	71.4%
Uppercase Letter	6	10.7%
Lowercase Letter	6	10.7%
Other Punctuation	4	7.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9	22.5%
5	6	15.0%
4	4	10.0%
8	4	10.0%
3	4	10.0%
2	4	10.0%
0	4	10.0%
6	2	5.0%
9	2	5.0%
7	1	2.5%

Lowercase Letter

Value	Count	Frequency (%)
e	2	33.3%
g	1	16.7%
a	1	16.7%
r	1	16.7%
v	1	16.7%

Uppercase Letter

Value	Count	Frequency (%)
A	2	33.3%
C	2	33.3%
V	1	16.7%
G	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	44	78.6%
Latin	12	21.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9	20.5%
5	6	13.6%
.	4	9.1%
4	4	9.1%
8	4	9.1%
3	4	9.1%
2	4	9.1%
0	4	9.1%
6	2	4.5%
9	2	4.5%

Latin

Value	Count	Frequency (%)
A	2	16.7%
e	2	16.7%
C	2	16.7%
V	1	8.3%
g	1	8.3%
a	1	8.3%
r	1	8.3%
v	1	8.3%
G	1	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9	16.1%
5	6	10.7%
.	4	7.1%
4	4	7.1%
8	4	7.1%
3	4	7.1%
2	4	7.1%
0	4	7.1%
6	2	3.6%
9	2	3.6%
Other values (10)	13	23.2%

Unnamed: 17
Text

MISSING

Distinct	3
Distinct (%)	60.0%
Missing	10640
Missing (%)	> 99.9%
Memory size	332.9 KiB

Length

Max length	10
Median length	1
Mean length	3.8
Min length	1

Characters and Unicode

Total characters	19
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	40.0%

Sample

1st row	Median
2nd row	1
3rd row	0.85714287
4th row	1
5th row	1

Value	Count	Frequency (%)
1	3	60.0%
median	1	20.0%
0.85714287	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
1	4	21.1%
8	2	10.5%
7	2	10.5%
M	1	5.3%
e	1	5.3%
d	1	5.3%
i	1	5.3%
a	1	5.3%
n	1	5.3%
0	1	5.3%
Other values (4)	4	21.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12	63.2%
Lowercase Letter	5	26.3%
Uppercase Letter	1	5.3%
Other Punctuation	1	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4	33.3%
8	2	16.7%
7	2	16.7%
0	1	8.3%
5	1	8.3%
4	1	8.3%
2	1	8.3%

Lowercase Letter

Value	Count	Frequency (%)
e	1	20.0%
d	1	20.0%
i	1	20.0%
a	1	20.0%
n	1	20.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13	68.4%
Latin	6	31.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4	30.8%
8	2	15.4%
7	2	15.4%
0	1	7.7%
.	1	7.7%
5	1	7.7%
4	1	7.7%
2	1	7.7%

Latin

Value	Count	Frequency (%)
M	1	16.7%
e	1	16.7%
d	1	16.7%
i	1	16.7%
a	1	16.7%
n	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4	21.1%
8	2	10.5%
7	2	10.5%
M	1	5.3%
e	1	5.3%
d	1	5.3%
i	1	5.3%
a	1	5.3%
n	1	5.3%
0	1	5.3%
Other values (4)	4	21.1%

Unnamed: 18
Text

MISSING

Distinct	5
Distinct (%)	100.0%
Missing	10640
Missing (%)	> 99.9%
Memory size	332.9 KiB

Length

Max length	9
Median length	7
Mean length	5.6
Min length	1

Characters and Unicode

Total characters	28
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	100.0%

Sample

1st row	Maximum
2nd row	28.666666
3rd row	9.5
4th row	8
5th row	8.454545

Value	Count	Frequency (%)
maximum	1	20.0%
28.666666	1	20.0%
9.5	1	20.0%
8	1	20.0%
8.454545	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
6	6	21.4%
5	4	14.3%
8	3	10.7%
.	3	10.7%
4	3	10.7%
m	2	7.1%
M	1	3.6%
a	1	3.6%
x	1	3.6%
i	1	3.6%
Other values (3)	3	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18	64.3%
Lowercase Letter	6	21.4%
Other Punctuation	3	10.7%
Uppercase Letter	1	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	6	33.3%
5	4	22.2%
8	3	16.7%
4	3	16.7%
2	1	5.6%
9	1	5.6%

Lowercase Letter

Value	Count	Frequency (%)
m	2	33.3%
a	1	16.7%
x	1	16.7%
i	1	16.7%
u	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	3	100.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21	75.0%
Latin	7	25.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	6	28.6%
5	4	19.0%
8	3	14.3%
.	3	14.3%
4	3	14.3%
2	1	4.8%
9	1	4.8%

Latin

Value	Count	Frequency (%)
m	2	28.6%
M	1	14.3%
a	1	14.3%
x	1	14.3%
i	1	14.3%
u	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	6	21.4%
5	4	14.3%
8	3	10.7%
.	3	10.7%
4	3	10.7%
m	2	7.1%
M	1	3.6%
a	1	3.6%
x	1	3.6%
i	1	3.6%
Other values (3)	3	10.7%

Unnamed: 19
Categorical

MISSING

Distinct	2
Distinct (%)	40.0%
Missing	10640
Missing (%)	> 99.9%
Memory size	665.4 KiB

0	4
Minimum	1

Length

Max length	7
Median length	1
Mean length	2.2
Min length	1

Characters and Unicode

Total characters	11
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	20.0%

Sample

1st row	Minimum
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4	< 0.1%
Minimum	1	< 0.1%
(Missing)	10640	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4	80.0%
minimum	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
0	4	36.4%
i	2	18.2%
m	2	18.2%
M	1	9.1%
n	1	9.1%
u	1	9.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6	54.5%
Decimal Number	4	36.4%
Uppercase Letter	1	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	2	33.3%
m	2	33.3%
n	1	16.7%
u	1	16.7%

Decimal Number

Value	Count	Frequency (%)
0	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7	63.6%
Common	4	36.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	2	28.6%
m	2	28.6%
M	1	14.3%
n	1	14.3%
u	1	14.3%

Common

Value	Count	Frequency (%)
0	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4	36.4%
i	2	18.2%
m	2	18.2%
M	1	9.1%
n	1	9.1%
u	1	9.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Project	Version	Class	WMC	DIT	CBO	LCOM	MAXCC	AVGCC	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19
0	jEdit	4.2	org.gjt.sp.jedit.gui.KeyEventWorkaround	3	1	7	1	85	28.666666	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	jEdit	4.3	org.gjt.sp.jedit.gui.KeyEventWorkaround	7	1	10	19	85	25.142857	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	jEdit	4.1	org.gjt.sp.jedit.gui.KeyEventWorkaround	4	1	6	0	62	20.500000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	jEdit	4	org.gjt.sp.jedit.gui.KeyEventWorkaround	4	1	6	0	60	20.000000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	jEdit	4.1	org.gjt.sp.jedit.pluginmgr.PluginManager$ActionHandler	2	1	15	0	30	15.000000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	jEdit	3.2.1	org.gjt.sp.jedit.browser.BrowserPopupMenu$ActionHandler	2	1	14	0	29	14.500000	NaN	NaN	MAXCC	NaN	NaN	NaN	AVGCC	NaN	NaN	NaN
6	jEdit	4.1	org.gjt.sp.jedit.browser.BrowserCommandsMenu$ActionHandler	2	1	9	0	29	14.500000	NaN	NaN	Average	Median	Maximum	Minimum	Average	Median	Maximum	Minimum
7	jEdit	4	org.gjt.sp.jedit.pluginmgr.PluginManager$ActionHandler	2	1	14	0	25	12.500000	NaN	jEdit	4.88173207	2	167	0	1.650023515	1	28.666666	0
8	jEdit	3.2.1	org.gjt.sp.jedit.pluginmgr.PluginManager$ActionHandler	2	1	14	0	24	12.000000	NaN	camel	2.022377622	1	33	0	0.915158943	0.85714287	9.5	0
9	jEdit	4.2	org.gjt.sp.jedit.textarea.JEditTextArea$MouseHandler	10	3	18	0	22	11.100000	NaN	ivy	3.015005359	1	29	0	1.178112428	1	8	0

	Project	Version	Class	WMC	DIT	CBO	LCOM	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19
10635	jEdit	4.3	org.gjt.sp.jedit.options.SyntaxHiliteOptionPane$1	0	1	2	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10636	jEdit	4.3	org.gjt.sp.jedit.Debug	2	1	27	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10637	jEdit	4.3	org.gjt.sp.jedit.textarea.ExtensionManager$Entry	1	1	2	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10638	jEdit	4.3	org.gjt.sp.jedit.EditPane$CaretInfo	2	1	3	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10639	jEdit	4.3	org.gjt.sp.jedit.gui.statusbar.SelectionLengthWidgetFactory$1	0	1	2	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10640	jEdit	4.3	org.gjt.sp.jedit.gui.ToolBarManager$Entry	1	1	1	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10641	jEdit	4.3	org.gjt.sp.jedit.Abbrevs$Expansion	1	1	1	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10642	jEdit	4.3	org.gjt.sp.jedit.bsh.ClassPathException	1	4	3	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10643	jEdit	4.3	org.gjt.sp.jedit.msg.EditorExiting	1	2	3	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
10644	jEdit	4.3	org.gjt.sp.jedit.gui.CloseDialog$1	0	1	3	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Currency Symbol

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin